DocumentCode
1533660
Title
Analysis and parameter estimation of bilinear systems using Taylor operational matrices
Author
Chung, H.-Y. ; Sun, Y.-Y.
Author_Institution
Dept. of Mech. Eng., Nat. Cheng Kung Univ., Taiwan
Volume
17
Issue
6
fYear
1987
Firstpage
1068
Lastpage
1071
Abstract
The problem of analysis and parameter estimation by means of the Taylor operational matrix is addressed. The goals are twofold. For system analysis, variables of the deterministic bilinear system with time-varying parameters are expanded into Taylor polynomials, and the solution of a differential equation is reduced to that of a linear algebraic matrix equation. The second goal is to estimate the unknown parameters of time-invariant deterministic bilinear systems. Numerical examples with satisfactory results are given to show the usefulness of this approach.
Keywords
linear systems; matrix algebra; nonlinear systems; parameter estimation; time-varying systems; Taylor operational matrix; bilinear systems; deterministic system; differential equation; parameter estimation; system analysis; time-invariant systems; time-varying parameters;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/TSMC.1987.6499317
Filename
6499317
Link To Document